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Joint Phase Noise Estimation And Data Detection In Coded Mimo Systems, Arif O. Isikman, Hani Mehrpouyan, Ali A. Nasir, Alexander G. Amat, Rodney A. Kennedy
Joint Phase Noise Estimation And Data Detection In Coded Mimo Systems, Arif O. Isikman, Hani Mehrpouyan, Ali A. Nasir, Alexander G. Amat, Rodney A. Kennedy
Hani Mehrpouyan
In this paper, the problem of joint oscillator phase noise (PHN) estimation and data detection for multi-input multi-output (MIMO) systems using bit-interleaved coded modulation (BICM) is analyzed. A new MIMO receiver that iterates between the estimator and the detector, based on the expectation-maximization (EM) framework, is proposed. It is shown that at high signal-to-noise ratios, a maximum a posteriori estimator (MAP) can be used to carry out the maximization step of the EM algorithm. Moreover, to reduce the computational complexity of the proposed EM algorithm, a soft decision-directed extended Kalman filter-smoother (EKFS) is applied instead of the MAP estimator to …